Period
to 19 February 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Mathematics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Mathematics over the 6 months to 19 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Mathematics (Maths)
Scotland > Glasgow
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 81 75 86
Rank change year-on-year -6 +11 +7
Contract jobs citing Mathematics 8 9 4
As % of all contract IT jobs advertised in Glasgow 0.68% 0.87% 0.27%
As % of the Processes & Methodologies category 0.79% 1.04% 0.34%
Number of daily rates quoted 6 4 2
Glasgow median daily rate £253 £413 £350
Median daily rate % change year-on-year -38.79% +17.86% -22.22%
10th Percentile £168 £349 £325
90th Percentile £403 £438 £375
Scotland median daily rate £225 £375 £438
% change year-on-year -40.00% -14.29% +85.19%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - £15.25

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,015 868 1,164
As % of all contract IT jobs advertised in Glasgow 86.46% 83.78% 79.89%
Number of daily rates quoted 601 451 637
Glasgow median daily rate £375 £355 £350
Median daily rate % change year-on-year +5.63% +1.43% -6.67%
10th Percentile £261 £213 £207
90th Percentile £500 £475 £475
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 29 14 12
Glasgow median hourly rate £24.00 £30.00 £32.50
Median hourly rate % change year-on-year -20.00% -7.69% +62.50%
10th Percentile £10.00 £10.50 £13.28
90th Percentile £36.00 £48.73 £48.28
Scotland median hourly rate £21.25 £19.50 £32.50
% change year-on-year +8.97% -40.00% +43.23%

Mathematics
Job Vacancy Trend in Glasgow

Job postings citing Mathematics as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Mathematics in Glasgow

Mathematics
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Mathematics in Glasgow.

Contractor daily rate trend for Mathematics in Glasgow

Mathematics
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Mathematics in Glasgow over the 6 months to 19 February 2018.

Contractor daily rate histogram for Mathematics in Glasgow

Mathematics
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Mathematics in Glasgow.

Contractor hourly rate trend for Mathematics in Glasgow

For the 6 months to 19 February 2018, IT contractor jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Mathematics.

1 6 (75.00%) Degree
2 5 (62.50%) Workflow
3 4 (50.00%) Microsoft
3 4 (50.00%) Business Intelligence
3 4 (50.00%) Data Analysis
3 4 (50.00%) Computer Science
3 4 (50.00%) Visualisation
3 4 (50.00%) Analytics
3 4 (50.00%) Analytical Skills
3 4 (50.00%) Power BI
4 3 (37.50%) Tableau
4 3 (37.50%) Data Analytics
4 3 (37.50%) Business Analytics
4 3 (37.50%) Data Extraction
4 3 (37.50%) QA
4 3 (37.50%) QlikView
4 3 (37.50%) Document Management
4 3 (37.50%) Economics
4 3 (37.50%) Applied Mathematics
4 3 (37.50%) Statistics
4 3 (37.50%) Operations Research
4 3 (37.50%) Microsoft PowerPoint
4 3 (37.50%) MS Visio
4 3 (37.50%) Java
4 3 (37.50%) Microsoft Office
4 3 (37.50%) Microsoft Excel
4 3 (37.50%) SharePoint
5 2 (25.00%) OOP
5 2 (25.00%) OO
5 2 (25.00%) Python

Mathematics
Co-occurring IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (37.50%) SharePoint
Applications
1 3 (37.50%) Microsoft Excel
1 3 (37.50%) Microsoft Office
1 3 (37.50%) Microsoft PowerPoint
1 3 (37.50%) MS Visio
Cloud Services
1 1 (12.50%) Azure Data Factory
1 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 4 (50.00%) Power BI
2 3 (37.50%) QlikView
3 1 (12.50%) Data Lake
3 1 (12.50%) Data Mining
3 1 (12.50%) Data Warehouse
3 1 (12.50%) DB2
3 1 (12.50%) Hadoop
3 1 (12.50%) Microsoft Analysis Services
3 1 (12.50%) RDBMS
3 1 (12.50%) Relational Database
3 1 (12.50%) SQL Server
3 1 (12.50%) SQL Server Analysis Services
3 1 (12.50%) SQL Server Integration Services
3 1 (12.50%) SQL Server Reporting Services
Development Applications
1 1 (12.50%) JUnit
General
1 2 (25.00%) Banking
1 2 (25.00%) Finance
1 2 (25.00%) Investment Banking
Job Titles
1 5 (62.50%) Developer
2 3 (37.50%) Analyst
2 3 (37.50%) Data Analyst
2 3 (37.50%) Report Analyst
3 2 (25.00%) Python Developer
4 1 (12.50%) Analytics Developer
4 1 (12.50%) Business Intelligence Developer
4 1 (12.50%) Java Developer
4 1 (12.50%) Report Developer
Libraries, Frameworks & Software Standards
1 1 (12.50%) Hibernate
1 1 (12.50%) J2SE
1 1 (12.50%) Spring
Miscellaneous
1 4 (50.00%) Analytical Skills
1 4 (50.00%) Computer Science
2 2 (25.00%) Derivative
3 1 (12.50%) Cyberthreat
3 1 (12.50%) Data Structures
Operating Systems
1 1 (12.50%) Linux
1 1 (12.50%) Unix
Processes & Methodologies
1 5 (62.50%) Workflow
2 4 (50.00%) Analytics
2 4 (50.00%) Business Intelligence
2 4 (50.00%) Data Analysis
2 4 (50.00%) Visualisation
3 3 (37.50%) Applied Mathematics
3 3 (37.50%) Business Analytics
3 3 (37.50%) Data Analytics
3 3 (37.50%) Data Extraction
3 3 (37.50%) Document Management
3 3 (37.50%) Economics
3 3 (37.50%) Operations Research
3 3 (37.50%) Statistics
4 2 (25.00%) OO
4 2 (25.00%) OOP
4 2 (25.00%) Risk Management
5 1 (12.50%) Agile Software Development
5 1 (12.50%) Computer Security
5 1 (12.50%) Cybersecurity
5 1 (12.50%) Scrum
Programming Languages
1 3 (37.50%) Java
2 2 (25.00%) C#
2 2 (25.00%) C++
2 2 (25.00%) Python
2 2 (25.00%) SQL
3 1 (12.50%) Perl
Qualifications
1 6 (75.00%) Degree
2 2 (25.00%) Numerate Degree
Quality Assurance & Compliance
1 3 (37.50%) QA
Vendors
1 4 (50.00%) Microsoft
2 3 (37.50%) Tableau
3 1 (12.50%) Cloudera
3 1 (12.50%) Splunk
3 1 (12.50%) Sybase